{"id":"https://openalex.org/W4281563255","doi":"https://doi.org/10.3390/e24060751","title":"A New Fault Diagnosis of Rolling Bearing Based on Markov Transition Field and CNN","display_name":"A New Fault Diagnosis of Rolling Bearing Based on Markov Transition Field and CNN","publication_year":2022,"publication_date":"2022-05-25","ids":{"openalex":"https://openalex.org/W4281563255","doi":"https://doi.org/10.3390/e24060751","pmid":"https://pubmed.ncbi.nlm.nih.gov/35741472"},"language":"en","primary_location":{"id":"doi:10.3390/e24060751","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24060751","pdf_url":"https://www.mdpi.com/1099-4300/24/6/751/pdf?version=1653485317","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/24/6/751/pdf?version=1653485317","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101518249","display_name":"Mengjiao Wang","orcid":"https://orcid.org/0000-0002-8457-1307"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengjiao Wang","raw_affiliation_strings":["School of Automation and Electronic Information, Xiangtan University, Xiangtan 411105, China"],"raw_orcid":"https://orcid.org/0000-0002-8457-1307","affiliations":[{"raw_affiliation_string":"School of Automation and Electronic Information, Xiangtan University, Xiangtan 411105, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368510","display_name":"Wenjie Wang","orcid":"https://orcid.org/0000-0001-6426-0416"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Wang","raw_affiliation_strings":["School of Automation and Electronic Information, Xiangtan University, Xiangtan 411105, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Electronic Information, Xiangtan University, Xiangtan 411105, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365329","display_name":"Xinan Zhang","orcid":"https://orcid.org/0000-0002-9472-8785"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinan Zhang","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, Perth, WA 6009, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017703480","display_name":"Herbert Ho\u2010Ching Iu","orcid":"https://orcid.org/0000-0002-0687-4038"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Herbert Ho-Ching Iu","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, Perth, WA 6009, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101518249"],"corresponding_institution_ids":["https://openalex.org/I4610292"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":6.8696,"has_fulltext":true,"cited_by_count":86,"citation_normalized_percentile":{"value":0.98080871,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"24","issue":"6","first_page":"751","last_page":"751"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11557","display_name":"Lubricants and Their Additives","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7636399269104004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.729232132434845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6612803936004639},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6404933333396912},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6362820267677307},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5994629263877869},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.597592294216156},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5516228079795837},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.522006094455719},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33105742931365967},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.265145480632782},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12218821048736572}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7636399269104004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729232132434845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6612803936004639},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6404933333396912},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6362820267677307},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5994629263877869},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.597592294216156},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5516228079795837},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.522006094455719},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33105742931365967},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.265145480632782},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12218821048736572},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3390/e24060751","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24060751","pdf_url":"https://www.mdpi.com/1099-4300/24/6/751/pdf?version=1653485317","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:35741472","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35741472","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire/90f3e05b-5a47-4a26-9574-a3b7778fc657","is_oa":true,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/90f3e05b-5a47-4a26-9574-a3b7778fc657","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wang, M, Wang, W, Zhang, X & Iu, H H C 2022, 'A New Fault Diagnosis of Rolling Bearing Based on Markov Transition Field and CNN', Entropy, vol. 24, no. 6, 751. https://doi.org/10.3390/e24060751","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:publications/90f3e05b-5a47-4a26-9574-a3b7778fc657","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/90f3e05b-5a47-4a26-9574-a3b7778fc657","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, M, Wang, W, Zhang, X & Iu, H H C 2022, 'A New Fault Diagnosis of Rolling Bearing Based on Markov Transition Field and CNN', Entropy, vol. 24, no. 6, 751. https://doi.org/10.3390/e24060751","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:90540cf194ac454abe9acf3822b281e6","is_oa":true,"landing_page_url":"https://doaj.org/article/90540cf194ac454abe9acf3822b281e6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 24, Iss 6, p 751 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/24/6/751/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e24060751","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 24; Issue 6; Pages: 751","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9221820","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9221820","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:publications/90f3e05b-5a47-4a26-9574-a3b7778fc657","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85131542431&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang , M , Wang , W , Zhang , X &amp; Iu , H H C 2022 , ' A New Fault Diagnosis of Rolling Bearing Based on Markov Transition Field and CNN ' , Entropy , vol. 24 , no. 6 , 751 . https://doi.org/10.3390/e24060751","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/e24060751","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24060751","pdf_url":"https://www.mdpi.com/1099-4300/24/6/751/pdf?version=1653485317","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5753465164","display_name":null,"funder_award_id":"2018A","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6511211688","display_name":null,"funder_award_id":"2018AAA0103300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7257492452","display_name":null,"funder_award_id":"62071411","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7297175396","display_name":null,"funder_award_id":"20B567","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320311213","display_name":"Education Department of Hunan Province","ror":"https://ror.org/05ckg3w11"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281563255.pdf","grobid_xml":"https://content.openalex.org/works/W4281563255.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W1589606770","https://openalex.org/W1973795114","https://openalex.org/W2029675791","https://openalex.org/W2064323378","https://openalex.org/W2076063813","https://openalex.org/W2219903032","https://openalex.org/W2404620877","https://openalex.org/W2523408358","https://openalex.org/W2530662737","https://openalex.org/W2564938190","https://openalex.org/W2585519949","https://openalex.org/W2589138705","https://openalex.org/W2606436201","https://openalex.org/W2667741456","https://openalex.org/W2734669076","https://openalex.org/W2744604411","https://openalex.org/W2763583057","https://openalex.org/W2767634046","https://openalex.org/W2768753204","https://openalex.org/W2769063597","https://openalex.org/W2791125525","https://openalex.org/W2802595313","https://openalex.org/W2885254226","https://openalex.org/W2900438754","https://openalex.org/W2965813890","https://openalex.org/W2971479067","https://openalex.org/W2989818023","https://openalex.org/W3042061366","https://openalex.org/W3208133533"],"related_works":["https://openalex.org/W2910957091","https://openalex.org/W2767651786","https://openalex.org/W2912288872","https://openalex.org/W564581980","https://openalex.org/W4385731058","https://openalex.org/W3106036237","https://openalex.org/W2886673456","https://openalex.org/W2972786744","https://openalex.org/W2295021132","https://openalex.org/W3165664451"],"abstract_inverted_index":{"The":[0,79,110,123],"rolling":[1],"bearing":[2],"is":[3,13,72,94,116,150],"a":[4,50],"crucial":[5],"component":[6],"of":[7,25,44,58,112,133,147],"the":[8,23,35,42,56,59,84,92,98,103,107,113,136,144],"rotating":[9],"machine,":[10],"and":[11,32,67,91,135],"it":[12],"particularly":[14],"vital":[15],"to":[16,34,40,47,82,96,105],"ensure":[17],"its":[18],"normal":[19],"operation.":[20],"In":[21,38],"addition,":[22],"selection":[24],"different":[26,131],"category":[27],"features":[28,57],"will":[29],"add":[30],"uncertainty":[31],"bias":[33],"classification":[36,145],"results.":[37],"order":[39],"decrease":[41],"interference":[43],"these":[45],"factors":[46],"fault":[48,108],"diagnosis,":[49],"new":[51],"method":[52,115,149],"that":[53,127],"automatically":[54],"learns":[55],"data":[60,121],"combined":[61],"with":[62],"Markov":[63],"transition":[64],"field":[65],"(MTF)":[66],"convolutional":[68],"neural":[69],"network":[70],"(CNN)":[71],"proposed":[73,114],"in":[74,102],"this":[75,148],"paper,":[76],"namely":[77],"MTF-CNN.":[78],"MTF":[80],"contributes":[81],"convert":[83],"original":[85],"time":[86],"series":[87],"into":[88],"corresponding":[89],"figures,":[90],"CNN":[93],"used":[95],"extract":[97],"deep":[99],"feature":[100],"information":[101],"figure":[104],"complete":[106],"diagnosis.":[109],"effectiveness":[111],"verified":[117],"by":[118],"two":[119],"public":[120],"sets.":[122],"experimental":[124],"results":[125],"show":[126],"MTF-CNN":[128],"can":[129,140],"classify":[130],"types":[132],"faults,":[134],"highest":[137],"accuracy":[138,146],"rate":[139],"reach":[141],"100%.":[142],"Likewise,":[143],"higher":[151],"than":[152],"some":[153],"existing":[154],"methods.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
